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MLOps is the set of practices at the intersection of Machine Learning, DevOps and Data Engineering. MLOps or ML Ops is a paradigm that aims to deploy and maintain machine learning models in production reliably and efficiently. The word is a compound of "machine learning" and the continuous delivery practice (CI/CD) of DevOps in the software field.
Lean startup. Lean startup is a methodology for developing businesses and products that aims to shorten product development cycles and rapidly discover if a proposed business model is viable; this is achieved by adopting a combination of business- hypothesis -driven experimentation, iterative product releases, and validated learning.
v. t. e. Continuous delivery (CD) is a software engineering approach in which teams produce software in short cycles, ensuring that the software can be reliably released at any time. [1][2] It aims at building, testing, and releasing software with greater speed and frequency.
Software development. In software engineering, CI/CD or CICD is the combined practices of continuous integration (CI) and continuous delivery (CD) or, less often, continuous deployment. [1] They are sometimes referred to collectively as continuous development or continuous software development. [2]
Continuous deployment (CD) is a software engineering approach in which software functionalities are delivered frequently and through automated deployments. [1][2][3] Continuous deployment contrasts with continuous delivery (also abbreviated CD), a similar approach in which software functionalities are also frequently delivered and deemed to be ...
Website. www.spinnaker.io. Spinnaker is a free and open-source continuous delivery software platform originally developed by Netflix and extended by Google. [2] It is designed to work with Kubernetes, Google Cloud Platform, AWS, Microsoft Azure and Oracle Cloud. Spinnaker was developed by Netflix as a successor to the internally developed ...
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